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Debugging Autonomous Agents: Observability for Non-Deterministic Systems

How to debug non-deterministic AI agents in production: structured tracing, common failure categories, and building observability that survives a bad run.

Sachin Sharma
Sachin SharmaCreator
Jul 16, 2026
6 min read
Debugging Autonomous Agents: Observability for Non-Deterministic Systems
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How to debug non-deterministic AI agents in production: structured tracing, common failure categories, and building observability that survives a bad run.

AI AgentsObservabilityDebuggingAI EngineeringProduction AI
Sachin Sharma

Sachin Sharma

Full Stack Developer & Mobile Engineer

Building digital experiences at the intersection of design and code. Sharing weekly insights on engineering, productivity, and the future of tech.

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